More active treatments are desperately needed in pancreatic cancer. The regimen of FOLFIRINOX increases survival as compared to gemcitabine but at a cost of increased toxicity. Irinotecan is responsible for much of the toxicity of FOLFIROX but may not contribute significantly to the regimen's activity. Abraxane is a new agent in pancreatic cancer. This albumin-bound nanoparticle form of paclitaxel increases tumor accumulation of paclitaxel though binding of albumin to SPARC in pancreatic cancer stroma. The investigators therefore propose a pilot study of FOLFOX (fluorouracil, leucovorin and oxaliplatin) combined with abraxane to establish the safety and preliminary activity of FOLFOX-A. Patients with inoperable (metastatic and locally advanced) pancreatic cancer will be eligible since the primary outcome is to establish the safety of FOLFOX-A.